Create app.py

app.py

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+import gradio as gr
+from sentence_transformers import SentenceTransformer
+
+model = SentenceTransformer("jinaai/jina-embeddings-v2-small-en")
+
+def embed(text):
+    embedding = model.encode(text).tolist()
+    return embedding
+
+gr.Interface(
+    fn=embed,
+    inputs=gr.Textbox(label="Text"),
+    outputs="json",
+    title="Jina Embedding Model",
+    description="Get embeddings using jinaai/jina-embeddings-v2-small-en"
+).launch()